Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 10459 |
| Missing cells | 26167 |
| Missing cells (%) | 10.4% |
| Duplicate rows | 3 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 2.4 MiB |
| Average record size in memory | 236.5 B |
Variable types
| Categorical | 1 |
|---|---|
| Numeric | 23 |
| Dataset has 3 (< 0.1%) duplicate rows | Duplicates |
AverageMInFile is highly overall correlated with MSinceOldestTradeOpen | High correlation |
ExternalRiskEstimate is highly overall correlated with MSinceMostRecentDelq and 5 other fields | High correlation |
MSinceMostRecentDelq is highly overall correlated with ExternalRiskEstimate and 1 other fields | High correlation |
MSinceMostRecentTradeOpen is highly overall correlated with NumTradesOpeninLast12M | High correlation |
MSinceOldestTradeOpen is highly overall correlated with AverageMInFile | High correlation |
MaxDelq/PublicRecLast12M is highly overall correlated with ExternalRiskEstimate and 4 other fields | High correlation |
MaxDelqEver is highly overall correlated with ExternalRiskEstimate and 4 other fields | High correlation |
NetFractionRevolvingBurden is highly overall correlated with ExternalRiskEstimate and 2 other fields | High correlation |
NumBank/NatlTradesWHighUtilization is highly overall correlated with ExternalRiskEstimate and 2 other fields | High correlation |
NumInqLast6M is highly overall correlated with NumInqLast6Mexcl7days | High correlation |
NumInqLast6Mexcl7days is highly overall correlated with NumInqLast6M | High correlation |
NumRevolvingTradesWBalance is highly overall correlated with NumBank/NatlTradesWHighUtilization | High correlation |
NumSatisfactoryTrades is highly overall correlated with NumTotalTrades | High correlation |
NumTotalTrades is highly overall correlated with NumSatisfactoryTrades | High correlation |
NumTrades60Ever/DerogPubRec is highly overall correlated with MaxDelq/PublicRecLast12M and 3 other fields | High correlation |
NumTrades90Ever/DerogPubRec is highly overall correlated with MaxDelqEver and 1 other fields | High correlation |
NumTradesOpeninLast12M is highly overall correlated with MSinceMostRecentTradeOpen | High correlation |
PercentTradesNeverDelq is highly overall correlated with ExternalRiskEstimate and 3 other fields | High correlation |
PercentTradesWBalance is highly overall correlated with NetFractionRevolvingBurden | High correlation |
ExternalRiskEstimate has 598 (5.7%) missing values | Missing |
MSinceOldestTradeOpen has 827 (7.9%) missing values | Missing |
MSinceMostRecentTradeOpen has 588 (5.6%) missing values | Missing |
AverageMInFile has 588 (5.6%) missing values | Missing |
NumSatisfactoryTrades has 588 (5.6%) missing values | Missing |
NumTrades60Ever/DerogPubRec has 588 (5.6%) missing values | Missing |
NumTrades90Ever/DerogPubRec has 588 (5.6%) missing values | Missing |
PercentTradesNeverDelq has 588 (5.6%) missing values | Missing |
MSinceMostRecentDelq has 5428 (51.9%) missing values | Missing |
MaxDelq/PublicRecLast12M has 588 (5.6%) missing values | Missing |
MaxDelqEver has 588 (5.6%) missing values | Missing |
NumTotalTrades has 588 (5.6%) missing values | Missing |
NumTradesOpeninLast12M has 588 (5.6%) missing values | Missing |
PercentInstallTrades has 588 (5.6%) missing values | Missing |
MSinceMostRecentInqexcl7days has 2919 (27.9%) missing values | Missing |
NumInqLast6M has 588 (5.6%) missing values | Missing |
NumInqLast6Mexcl7days has 588 (5.6%) missing values | Missing |
NetFractionRevolvingBurden has 774 (7.4%) missing values | Missing |
NetFractionInstallBurden has 4007 (38.3%) missing values | Missing |
NumRevolvingTradesWBalance has 744 (7.1%) missing values | Missing |
NumInstallTradesWBalance has 1449 (13.9%) missing values | Missing |
NumBank/NatlTradesWHighUtilization has 1171 (11.2%) missing values | Missing |
PercentTradesWBalance has 606 (5.8%) missing values | Missing |
MSinceMostRecentTradeOpen has 105 (1.0%) zeros | Zeros |
NumTrades60Ever/DerogPubRec has 6802 (65.0%) zeros | Zeros |
NumTrades90Ever/DerogPubRec has 7639 (73.0%) zeros | Zeros |
MaxDelq/PublicRecLast12M has 336 (3.2%) zeros | Zeros |
NumTotalTrades has 133 (1.3%) zeros | Zeros |
NumTradesOpeninLast12M has 2508 (24.0%) zeros | Zeros |
PercentInstallTrades has 193 (1.8%) zeros | Zeros |
MSinceMostRecentInqexcl7days has 4582 (43.8%) zeros | Zeros |
NumInqLast6M has 3924 (37.5%) zeros | Zeros |
NumInqLast6Mexcl7days has 4078 (39.0%) zeros | Zeros |
NetFractionRevolvingBurden has 608 (5.8%) zeros | Zeros |
NumRevolvingTradesWBalance has 304 (2.9%) zeros | Zeros |
NumBank/NatlTradesWHighUtilization has 4308 (41.2%) zeros | Zeros |
Reproduction
| Analysis started | 2024-05-31 08:55:38.888203 |
|---|---|
| Analysis finished | 2024-05-31 08:57:32.566859 |
| Duration | 1 minute and 53.68 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
RiskPerformance
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 536.1 KiB |
| Bad | |
|---|---|
| Good |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.4780572 |
| Min length | 3 |
Characters and Unicode
| Total characters | 36377 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Bad |
|---|---|
| 2nd row | Bad |
| 3rd row | Bad |
| 4th row | Bad |
| 5th row | Bad |
Common Values
| Value | Count | Frequency (%) |
| Bad | 5459 | |
| Good | 5000 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| bad | 5459 | |
| good | 5000 |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 10459 | |
| o | 10000 | |
| B | 5459 | |
| a | 5459 | |
| G | 5000 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 36377 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| d | 10459 | |
| o | 10000 | |
| B | 5459 | |
| a | 5459 | |
| G | 5000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 36377 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| d | 10459 | |
| o | 10000 | |
| B | 5459 | |
| a | 5459 | |
| G | 5000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 36377 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| d | 10459 | |
| o | 10000 | |
| B | 5459 | |
| a | 5459 | |
| G | 5000 |
ExternalRiskEstimate
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 598 |
| Missing (%) | 5.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.06044 |
| Minimum | 33 |
|---|---|
| Maximum | 94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | 33 |
|---|---|
| 5-th percentile | 57 |
| Q1 | 64 |
| median | 72 |
| Q3 | 80 |
| 95-th percentile | 88 |
| Maximum | 94 |
| Range | 61 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 9.8717947 |
|---|---|
| Coefficient of variation (CV) | 0.13699326 |
| Kurtosis | -0.76136203 |
| Mean | 72.06044 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.0013558785 |
| Sum | 710588 |
| Variance | 97.45233 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 65 | 386 | 3.7% |
| 66 | 376 | 3.6% |
| 68 | 372 | 3.6% |
| 73 | 369 | 3.5% |
| 72 | 367 | 3.5% |
| 70 | 350 | 3.3% |
| 63 | 338 | 3.2% |
| 75 | 331 | 3.2% |
| 69 | 316 | 3.0% |
| 80 | 302 | 2.9% |
| Other values (50) | 6354 | |
| (Missing) | 598 | 5.7% |
| Value | Count | Frequency (%) |
| 33 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 36 | 2 | < 0.1% |
| 37 | 1 | < 0.1% |
| 39 | 1 | < 0.1% |
| 40 | 2 | < 0.1% |
| 41 | 1 | < 0.1% |
| 42 | 2 | < 0.1% |
| 43 | 5 | |
| 44 | 4 |
| Value | Count | Frequency (%) |
| 94 | 1 | < 0.1% |
| 93 | 16 | 0.2% |
| 92 | 34 | 0.3% |
| 91 | 103 | |
| 90 | 100 | 1.0% |
| 89 | 161 | |
| 88 | 201 | |
| 87 | 190 | |
| 86 | 254 | |
| 85 | 223 |
MSinceOldestTradeOpen
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 524 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 827 |
| Missing (%) | 7.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 200.7691 |
| Minimum | 2 |
|---|---|
| Maximum | 803 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 59 |
| Q1 | 135 |
| median | 186 |
| Q3 | 257 |
| 95-th percentile | 388 |
| Maximum | 803 |
| Range | 801 |
| Interquartile range (IQR) | 122 |
Descriptive statistics
| Standard deviation | 97.946081 |
|---|---|
| Coefficient of variation (CV) | 0.48785435 |
| Kurtosis | 0.61545143 |
| Mean | 200.7691 |
| Median Absolute Deviation (MAD) | 59 |
| Skewness | 0.71147894 |
| Sum | 1933808 |
| Variance | 9593.4348 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 132 | 67 | 0.6% |
| 178 | 67 | 0.6% |
| 150 | 62 | 0.6% |
| 176 | 62 | 0.6% |
| 165 | 61 | 0.6% |
| 183 | 58 | 0.6% |
| 158 | 57 | 0.5% |
| 206 | 57 | 0.5% |
| 162 | 57 | 0.5% |
| 172 | 57 | 0.5% |
| Other values (514) | 9027 | |
| (Missing) | 827 | 7.9% |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 3 | |
| 7 | 3 | |
| 8 | 5 | |
| 9 | 2 | < 0.1% |
| 10 | 6 | |
| 11 | 6 | |
| 12 | 7 |
| Value | Count | Frequency (%) |
| 803 | 1 | |
| 789 | 1 | |
| 604 | 1 | |
| 603 | 1 | |
| 598 | 1 | |
| 590 | 1 | |
| 589 | 2 | |
| 586 | 1 | |
| 584 | 1 | |
| 566 | 1 |
MSinceMostRecentTradeOpen
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 111 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 588 |
| Missing (%) | 5.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.5884915 |
| Minimum | 0 |
|---|---|
| Maximum | 383 |
| Zeros | 105 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 12 |
| 95-th percentile | 29 |
| Maximum | 383 |
| Range | 383 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 12.963398 |
|---|---|
| Coefficient of variation (CV) | 1.3519747 |
| Kurtosis | 111.4665 |
| Mean | 9.5884915 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 7.0894028 |
| Sum | 94648 |
| Variance | 168.04969 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1161 | |
| 3 | 1015 | 9.7% |
| 4 | 885 | 8.5% |
| 5 | 754 | 7.2% |
| 1 | 733 | 7.0% |
| 6 | 660 | 6.3% |
| 7 | 575 | 5.5% |
| 8 | 463 | 4.4% |
| 9 | 414 | 4.0% |
| 10 | 309 | 3.0% |
| Other values (101) | 2902 | |
| (Missing) | 588 | 5.6% |
| Value | Count | Frequency (%) |
| 0 | 105 | 1.0% |
| 1 | 733 | |
| 2 | 1161 | |
| 3 | 1015 | |
| 4 | 885 | |
| 5 | 754 | |
| 6 | 660 | |
| 7 | 575 | |
| 8 | 463 | 4.4% |
| 9 | 414 | 4.0% |
| Value | Count | Frequency (%) |
| 383 | 1 | |
| 227 | 1 | |
| 207 | 1 | |
| 184 | 1 | |
| 178 | 1 | |
| 163 | 1 | |
| 159 | 1 | |
| 156 | 2 | |
| 152 | 1 | |
| 145 | 2 |
AverageMInFile
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 236 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 588 |
| Missing (%) | 5.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.778138 |
| Minimum | 4 |
|---|---|
| Maximum | 383 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 28 |
| Q1 | 57 |
| median | 76 |
| Q3 | 97 |
| 95-th percentile | 139 |
| Maximum | 383 |
| Range | 379 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 34.066063 |
|---|---|
| Coefficient of variation (CV) | 0.43243042 |
| Kurtosis | 2.671527 |
| Mean | 78.778138 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.92056167 |
| Sum | 777619 |
| Variance | 1160.4967 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 71 | 154 | 1.5% |
| 79 | 154 | 1.5% |
| 74 | 151 | 1.4% |
| 68 | 148 | 1.4% |
| 80 | 147 | 1.4% |
| 75 | 145 | 1.4% |
| 84 | 144 | 1.4% |
| 63 | 141 | 1.3% |
| 70 | 141 | 1.3% |
| 81 | 140 | 1.3% |
| Other values (226) | 8406 | |
| (Missing) | 588 | 5.6% |
| Value | Count | Frequency (%) |
| 4 | 4 | < 0.1% |
| 5 | 6 | 0.1% |
| 6 | 4 | < 0.1% |
| 7 | 9 | |
| 8 | 12 | |
| 9 | 15 | |
| 10 | 12 | |
| 11 | 12 | |
| 12 | 14 | |
| 13 | 20 |
| Value | Count | Frequency (%) |
| 383 | 1 | |
| 322 | 1 | |
| 275 | 1 | |
| 273 | 1 | |
| 263 | 1 | |
| 258 | 1 | |
| 257 | 1 | |
| 256 | 1 | |
| 252 | 1 | |
| 249 | 1 |
NumSatisfactoryTrades
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 73 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 588 |
| Missing (%) | 5.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.121467 |
| Minimum | 0 |
|---|---|
| Maximum | 79 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 13 |
| median | 20 |
| Q3 | 28 |
| 95-th percentile | 42 |
| Maximum | 79 |
| Range | 79 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 11.321396 |
|---|---|
| Coefficient of variation (CV) | 0.5360137 |
| Kurtosis | 0.85558801 |
| Mean | 21.121467 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.80211911 |
| Sum | 208490 |
| Variance | 128.174 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 386 | 3.7% |
| 15 | 384 | 3.7% |
| 16 | 376 | 3.6% |
| 22 | 369 | 3.5% |
| 19 | 366 | 3.5% |
| 13 | 364 | 3.5% |
| 14 | 347 | 3.3% |
| 21 | 346 | 3.3% |
| 20 | 343 | 3.3% |
| 17 | 337 | 3.2% |
| Other values (63) | 6253 | |
| (Missing) | 588 | 5.6% |
| Value | Count | Frequency (%) |
| 0 | 4 | < 0.1% |
| 1 | 49 | 0.5% |
| 2 | 92 | 0.9% |
| 3 | 102 | 1.0% |
| 4 | 138 | |
| 5 | 154 | |
| 6 | 186 | |
| 7 | 216 | |
| 8 | 219 | |
| 9 | 257 |
| Value | Count | Frequency (%) |
| 79 | 1 | < 0.1% |
| 78 | 1 | < 0.1% |
| 75 | 1 | < 0.1% |
| 74 | 2 | < 0.1% |
| 70 | 2 | < 0.1% |
| 67 | 3 | |
| 66 | 2 | < 0.1% |
| 65 | 4 | |
| 64 | 6 | |
| 63 | 5 |
NumTrades60Ever/DerogPubRec
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 18 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 588 |
| Missing (%) | 5.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.58140006 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 6802 |
| Zeros (%) | 65.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.2387833 |
|---|---|
| Coefficient of variation (CV) | 2.13069 |
| Kurtosis | 28.60502 |
| Mean | 0.58140006 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.1698288 |
| Sum | 5739 |
| Variance | 1.5345841 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6802 | |
| 1 | 1802 | 17.2% |
| 2 | 692 | 6.6% |
| 3 | 246 | 2.4% |
| 4 | 148 | 1.4% |
| 5 | 73 | 0.7% |
| 6 | 37 | 0.4% |
| 7 | 30 | 0.3% |
| 8 | 11 | 0.1% |
| 9 | 8 | 0.1% |
| Other values (8) | 22 | 0.2% |
| (Missing) | 588 | 5.6% |
| Value | Count | Frequency (%) |
| 0 | 6802 | |
| 1 | 1802 | 17.2% |
| 2 | 692 | 6.6% |
| 3 | 246 | 2.4% |
| 4 | 148 | 1.4% |
| 5 | 73 | 0.7% |
| 6 | 37 | 0.4% |
| 7 | 30 | 0.3% |
| 8 | 11 | 0.1% |
| 9 | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 13 | 2 | < 0.1% |
| 12 | 3 | < 0.1% |
| 11 | 4 | < 0.1% |
| 10 | 8 | |
| 9 | 8 | |
| 8 | 11 |
NumTrades90Ever/DerogPubRec
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 588 |
| Missing (%) | 5.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.38476345 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 7639 |
| Zeros (%) | 73.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.99322265 |
|---|---|
| Coefficient of variation (CV) | 2.5813851 |
| Kurtosis | 51.350763 |
| Mean | 0.38476345 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.4547851 |
| Sum | 3798 |
| Variance | 0.98649123 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7639 | |
| 1 | 1436 | 13.7% |
| 2 | 488 | 4.7% |
| 3 | 129 | 1.2% |
| 4 | 83 | 0.8% |
| 5 | 38 | 0.4% |
| 6 | 18 | 0.2% |
| 7 | 16 | 0.2% |
| 9 | 8 | 0.1% |
| 10 | 5 | < 0.1% |
| Other values (6) | 11 | 0.1% |
| (Missing) | 588 | 5.6% |
| Value | Count | Frequency (%) |
| 0 | 7639 | |
| 1 | 1436 | 13.7% |
| 2 | 488 | 4.7% |
| 3 | 129 | 1.2% |
| 4 | 83 | 0.8% |
| 5 | 38 | 0.4% |
| 6 | 18 | 0.2% |
| 7 | 16 | 0.2% |
| 8 | 3 | < 0.1% |
| 9 | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 16 | 2 | < 0.1% |
| 14 | 1 | < 0.1% |
| 12 | 2 | < 0.1% |
| 11 | 2 | < 0.1% |
| 10 | 5 | < 0.1% |
| 9 | 8 | |
| 8 | 3 | < 0.1% |
| 7 | 16 | |
| 6 | 18 |
PercentTradesNeverDelq
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 588 |
| Missing (%) | 5.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92.359943 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 6 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 68 |
| Q1 | 89 |
| median | 97 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 11.772876 |
|---|---|
| Coefficient of variation (CV) | 0.12746734 |
| Kurtosis | 7.9023322 |
| Mean | 92.359943 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -2.4309447 |
| Sum | 911685 |
| Variance | 138.60062 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 4607 | |
| 96 | 414 | 4.0% |
| 97 | 389 | 3.7% |
| 95 | 379 | 3.6% |
| 94 | 351 | 3.4% |
| 93 | 304 | 2.9% |
| 92 | 292 | 2.8% |
| 88 | 244 | 2.3% |
| 90 | 218 | 2.1% |
| 89 | 205 | 2.0% |
| Other values (61) | 2468 | |
| (Missing) | 588 | 5.6% |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 11 | 1 | < 0.1% |
| 20 | 4 | |
| 22 | 1 | < 0.1% |
| 25 | 6 | |
| 27 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 29 | 4 | |
| 30 | 4 | |
| 31 | 3 |
| Value | Count | Frequency (%) |
| 100 | 4607 | |
| 99 | 6 | 0.1% |
| 98 | 173 | 1.7% |
| 97 | 389 | 3.7% |
| 96 | 414 | 4.0% |
| 95 | 379 | 3.6% |
| 94 | 351 | 3.4% |
| 93 | 304 | 2.9% |
| 92 | 292 | 2.8% |
| 91 | 188 | 1.8% |
MSinceMostRecentDelq
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 84 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 5428 |
| Missing (%) | 51.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.879547 |
| Minimum | 0 |
|---|---|
| Maximum | 83 |
| Zeros | 102 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 15 |
| Q3 | 34 |
| 95-th percentile | 67 |
| Maximum | 83 |
| Range | 83 |
| Interquartile range (IQR) | 29 |
Descriptive statistics
| Standard deviation | 20.808514 |
|---|---|
| Coefficient of variation (CV) | 0.95104865 |
| Kurtosis | 0.16689998 |
| Mean | 21.879547 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 1.0662159 |
| Sum | 110076 |
| Variance | 432.99424 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 307 | 2.9% |
| 2 | 294 | 2.8% |
| 3 | 253 | 2.4% |
| 4 | 228 | 2.2% |
| 5 | 178 | 1.7% |
| 6 | 170 | 1.6% |
| 8 | 146 | 1.4% |
| 7 | 140 | 1.3% |
| 10 | 125 | 1.2% |
| 9 | 123 | 1.2% |
| Other values (74) | 3067 | |
| (Missing) | 5428 |
| Value | Count | Frequency (%) |
| 0 | 102 | 1.0% |
| 1 | 307 | |
| 2 | 294 | |
| 3 | 253 | |
| 4 | 228 | |
| 5 | 178 | |
| 6 | 170 | |
| 7 | 140 | |
| 8 | 146 | |
| 9 | 123 |
| Value | Count | Frequency (%) |
| 83 | 1 | < 0.1% |
| 82 | 1 | < 0.1% |
| 81 | 14 | |
| 80 | 15 | |
| 79 | 19 | |
| 78 | 16 | |
| 77 | 14 | |
| 76 | 15 | |
| 75 | 9 | |
| 74 | 12 |
MaxDelq/PublicRecLast12M
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 588 |
| Missing (%) | 5.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.7579779 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 336 |
| Zeros (%) | 3.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.6445177 |
|---|---|
| Coefficient of variation (CV) | 0.28560682 |
| Kurtosis | 3.1912751 |
| Mean | 5.7579779 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.77708 |
| Sum | 56837 |
| Variance | 2.7044386 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 4223 | |
| 6 | 3127 | |
| 4 | 1612 | 15.4% |
| 0 | 336 | 3.2% |
| 5 | 236 | 2.3% |
| 3 | 224 | 2.1% |
| 1 | 54 | 0.5% |
| 2 | 53 | 0.5% |
| 9 | 6 | 0.1% |
| (Missing) | 588 | 5.6% |
| Value | Count | Frequency (%) |
| 0 | 336 | 3.2% |
| 1 | 54 | 0.5% |
| 2 | 53 | 0.5% |
| 3 | 224 | 2.1% |
| 4 | 1612 | 15.4% |
| 5 | 236 | 2.3% |
| 6 | 3127 | |
| 7 | 4223 | |
| 9 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 9 | 6 | 0.1% |
| 7 | 4223 | |
| 6 | 3127 | |
| 5 | 236 | 2.3% |
| 4 | 1612 | 15.4% |
| 3 | 224 | 2.1% |
| 2 | 53 | 0.5% |
| 1 | 54 | 0.5% |
| 0 | 336 | 3.2% |
MaxDelqEver
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 588 |
| Missing (%) | 5.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.3745315 |
| Minimum | 2 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.8491861 |
|---|---|
| Coefficient of variation (CV) | 0.29008972 |
| Kurtosis | 0.088507949 |
| Mean | 6.3745315 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.98210295 |
| Sum | 62923 |
| Variance | 3.4194891 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 4532 | |
| 6 | 2868 | |
| 5 | 968 | 9.3% |
| 2 | 739 | 7.1% |
| 4 | 321 | 3.1% |
| 3 | 311 | 3.0% |
| 7 | 132 | 1.3% |
| (Missing) | 588 | 5.6% |
| Value | Count | Frequency (%) |
| 2 | 739 | 7.1% |
| 3 | 311 | 3.0% |
| 4 | 321 | 3.1% |
| 5 | 968 | 9.3% |
| 6 | 2868 | |
| 7 | 132 | 1.3% |
| 8 | 4532 |
| Value | Count | Frequency (%) |
| 8 | 4532 | |
| 7 | 132 | 1.3% |
| 6 | 2868 | |
| 5 | 968 | 9.3% |
| 4 | 321 | 3.1% |
| 3 | 311 | 3.0% |
| 2 | 739 | 7.1% |
NumTotalTrades
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 87 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 588 |
| Missing (%) | 5.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.635498 |
| Minimum | 0 |
|---|---|
| Maximum | 104 |
| Zeros | 133 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 13 |
| median | 21 |
| Q3 | 30 |
| 95-th percentile | 46 |
| Maximum | 104 |
| Range | 104 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 12.999924 |
|---|---|
| Coefficient of variation (CV) | 0.5743158 |
| Kurtosis | 1.4920758 |
| Mean | 22.635498 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.93400304 |
| Sum | 223435 |
| Variance | 168.99803 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 358 | 3.4% |
| 16 | 354 | 3.4% |
| 17 | 350 | 3.3% |
| 22 | 334 | 3.2% |
| 20 | 330 | 3.2% |
| 24 | 327 | 3.1% |
| 21 | 321 | 3.1% |
| 19 | 312 | 3.0% |
| 18 | 312 | 3.0% |
| 13 | 312 | 3.0% |
| Other values (77) | 6561 | |
| (Missing) | 588 | 5.6% |
| Value | Count | Frequency (%) |
| 0 | 133 | |
| 1 | 45 | 0.4% |
| 2 | 76 | 0.7% |
| 3 | 115 | |
| 4 | 119 | |
| 5 | 132 | |
| 6 | 147 | |
| 7 | 190 | |
| 8 | 186 | |
| 9 | 238 |
| Value | Count | Frequency (%) |
| 104 | 1 | < 0.1% |
| 100 | 1 | < 0.1% |
| 87 | 1 | < 0.1% |
| 86 | 1 | < 0.1% |
| 85 | 1 | < 0.1% |
| 84 | 1 | < 0.1% |
| 83 | 3 | |
| 82 | 2 | |
| 79 | 2 | |
| 78 | 2 |
NumTradesOpeninLast12M
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 18 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 588 |
| Missing (%) | 5.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8638436 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 2508 |
| Zeros (%) | 24.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.828099 |
|---|---|
| Coefficient of variation (CV) | 0.9808221 |
| Kurtosis | 4.2669898 |
| Mean | 1.8638436 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.5432729 |
| Sum | 18398 |
| Variance | 3.3419459 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2528 | |
| 0 | 2508 | |
| 2 | 1969 | |
| 3 | 1302 | |
| 4 | 744 | 7.1% |
| 5 | 365 | 3.5% |
| 6 | 229 | 2.2% |
| 7 | 108 | 1.0% |
| 8 | 56 | 0.5% |
| 9 | 25 | 0.2% |
| Other values (8) | 37 | 0.4% |
| (Missing) | 588 | 5.6% |
| Value | Count | Frequency (%) |
| 0 | 2508 | |
| 1 | 2528 | |
| 2 | 1969 | |
| 3 | 1302 | |
| 4 | 744 | 7.1% |
| 5 | 365 | 3.5% |
| 6 | 229 | 2.2% |
| 7 | 108 | 1.0% |
| 8 | 56 | 0.5% |
| 9 | 25 | 0.2% |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 13 | 2 | < 0.1% |
| 12 | 4 | < 0.1% |
| 11 | 8 | 0.1% |
| 10 | 18 | 0.2% |
| 9 | 25 | |
| 8 | 56 |
PercentInstallTrades
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 95 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 588 |
| Missing (%) | 5.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.618681 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 193 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 21 |
| median | 33 |
| Q3 | 45 |
| 95-th percentile | 67 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 17.953432 |
|---|---|
| Coefficient of variation (CV) | 0.5186053 |
| Kurtosis | 0.71176784 |
| Mean | 34.618681 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0.68207952 |
| Sum | 341721 |
| Variance | 322.32571 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 33 | 449 | 4.3% |
| 50 | 417 | 4.0% |
| 29 | 334 | 3.2% |
| 25 | 321 | 3.1% |
| 38 | 274 | 2.6% |
| 20 | 273 | 2.6% |
| 36 | 247 | 2.4% |
| 40 | 242 | 2.3% |
| 27 | 226 | 2.2% |
| 17 | 225 | 2.2% |
| Other values (85) | 6863 | |
| (Missing) | 588 | 5.6% |
| Value | Count | Frequency (%) |
| 0 | 193 | |
| 2 | 1 | < 0.1% |
| 3 | 12 | 0.1% |
| 4 | 29 | 0.3% |
| 5 | 31 | 0.3% |
| 6 | 36 | 0.3% |
| 7 | 57 | 0.5% |
| 8 | 77 | 0.7% |
| 9 | 83 | |
| 10 | 84 |
| Value | Count | Frequency (%) |
| 100 | 76 | |
| 94 | 1 | < 0.1% |
| 93 | 1 | < 0.1% |
| 92 | 2 | < 0.1% |
| 91 | 3 | < 0.1% |
| 90 | 5 | < 0.1% |
| 89 | 4 | < 0.1% |
| 88 | 5 | < 0.1% |
| 87 | 3 | < 0.1% |
| 86 | 12 | 0.1% |
MSinceMostRecentInqexcl7days
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 2919 |
| Missing (%) | 27.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4777188 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 4582 |
| Zeros (%) | 43.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3 |
| 95-th percentile | 14 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 4.7604125 |
|---|---|
| Coefficient of variation (CV) | 1.9212884 |
| Kurtosis | 5.4382691 |
| Mean | 2.4777188 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.4018969 |
| Sum | 18682 |
| Variance | 22.661528 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4582 | |
| 1 | 614 | 5.9% |
| 2 | 378 | 3.6% |
| 3 | 309 | 3.0% |
| 4 | 268 | 2.6% |
| 5 | 191 | 1.8% |
| 6 | 150 | 1.4% |
| 7 | 139 | 1.3% |
| 8 | 112 | 1.1% |
| 9 | 99 | 0.9% |
| Other values (15) | 698 | 6.7% |
| (Missing) | 2919 |
| Value | Count | Frequency (%) |
| 0 | 4582 | |
| 1 | 614 | 5.9% |
| 2 | 378 | 3.6% |
| 3 | 309 | 3.0% |
| 4 | 268 | 2.6% |
| 5 | 191 | 1.8% |
| 6 | 150 | 1.4% |
| 7 | 139 | 1.3% |
| 8 | 112 | 1.1% |
| 9 | 99 | 0.9% |
| Value | Count | Frequency (%) |
| 24 | 8 | 0.1% |
| 23 | 32 | |
| 22 | 35 | |
| 21 | 32 | |
| 20 | 31 | |
| 19 | 45 | |
| 18 | 34 | |
| 17 | 42 | |
| 16 | 49 | |
| 15 | 45 |
NumInqLast6M
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 588 |
| Missing (%) | 5.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4559822 |
| Minimum | 0 |
|---|---|
| Maximum | 66 |
| Zeros | 3924 |
| Zeros (%) | 37.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 66 |
| Range | 66 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.136161 |
|---|---|
| Coefficient of variation (CV) | 1.4671615 |
| Kurtosis | 116.14005 |
| Mean | 1.4559822 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 6.1558491 |
| Sum | 14372 |
| Variance | 4.5631838 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3924 | |
| 1 | 2545 | |
| 2 | 1510 | 14.4% |
| 3 | 761 | 7.3% |
| 4 | 490 | 4.7% |
| 5 | 242 | 2.3% |
| 6 | 140 | 1.3% |
| 7 | 81 | 0.8% |
| 8 | 61 | 0.6% |
| 9 | 32 | 0.3% |
| Other values (16) | 85 | 0.8% |
| (Missing) | 588 | 5.6% |
| Value | Count | Frequency (%) |
| 0 | 3924 | |
| 1 | 2545 | |
| 2 | 1510 | 14.4% |
| 3 | 761 | 7.3% |
| 4 | 490 | 4.7% |
| 5 | 242 | 2.3% |
| 6 | 140 | 1.3% |
| 7 | 81 | 0.8% |
| 8 | 61 | 0.6% |
| 9 | 32 | 0.3% |
| Value | Count | Frequency (%) |
| 66 | 1 | < 0.1% |
| 46 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 24 | 2 | |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 3 | |
| 18 | 1 | < 0.1% |
| 17 | 3 | |
| 16 | 4 |
NumInqLast6Mexcl7days
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 588 |
| Missing (%) | 5.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3971229 |
| Minimum | 0 |
|---|---|
| Maximum | 66 |
| Zeros | 4078 |
| Zeros (%) | 39.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 66 |
| Range | 66 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.0961024 |
|---|---|
| Coefficient of variation (CV) | 1.5002992 |
| Kurtosis | 125.28391 |
| Mean | 1.3971229 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 6.4162635 |
| Sum | 13791 |
| Variance | 4.3936452 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4078 | |
| 1 | 2529 | |
| 2 | 1450 | 13.9% |
| 3 | 759 | 7.3% |
| 4 | 454 | 4.3% |
| 5 | 232 | 2.2% |
| 6 | 132 | 1.3% |
| 7 | 71 | 0.7% |
| 8 | 59 | 0.6% |
| 9 | 28 | 0.3% |
| Other values (16) | 79 | 0.8% |
| (Missing) | 588 | 5.6% |
| Value | Count | Frequency (%) |
| 0 | 4078 | |
| 1 | 2529 | |
| 2 | 1450 | 13.9% |
| 3 | 759 | 7.3% |
| 4 | 454 | 4.3% |
| 5 | 232 | 2.2% |
| 6 | 132 | 1.3% |
| 7 | 71 | 0.7% |
| 8 | 59 | 0.6% |
| 9 | 28 | 0.3% |
| Value | Count | Frequency (%) |
| 66 | 1 | < 0.1% |
| 46 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 24 | 2 | |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 2 | |
| 18 | 2 | |
| 17 | 1 | < 0.1% |
| 16 | 4 |
NetFractionRevolvingBurden
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 126 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 774 |
| Missing (%) | 7.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.857718 |
| Minimum | 0 |
|---|---|
| Maximum | 232 |
| Zeros | 608 |
| Zeros (%) | 5.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 9 |
| median | 29 |
| Q3 | 56 |
| 95-th percentile | 89 |
| Maximum | 232 |
| Range | 232 |
| Interquartile range (IQR) | 47 |
Descriptive statistics
| Standard deviation | 28.896627 |
|---|---|
| Coefficient of variation (CV) | 0.82898792 |
| Kurtosis | -0.47530642 |
| Mean | 34.857718 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 0.62439397 |
| Sum | 337597 |
| Variance | 835.01507 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 608 | 5.8% |
| 1 | 303 | 2.9% |
| 2 | 274 | 2.6% |
| 3 | 259 | 2.5% |
| 4 | 225 | 2.2% |
| 5 | 208 | 2.0% |
| 6 | 198 | 1.9% |
| 8 | 166 | 1.6% |
| 9 | 151 | 1.4% |
| 7 | 150 | 1.4% |
| Other values (116) | 7143 | |
| (Missing) | 774 | 7.4% |
| Value | Count | Frequency (%) |
| 0 | 608 | |
| 1 | 303 | |
| 2 | 274 | |
| 3 | 259 | |
| 4 | 225 | 2.2% |
| 5 | 208 | 2.0% |
| 6 | 198 | 1.9% |
| 7 | 150 | 1.4% |
| 8 | 166 | 1.6% |
| 9 | 151 | 1.4% |
| Value | Count | Frequency (%) |
| 232 | 1 | |
| 165 | 1 | |
| 154 | 1 | |
| 135 | 1 | |
| 131 | 1 | |
| 126 | 1 | |
| 124 | 1 | |
| 120 | 2 | |
| 118 | 2 | |
| 117 | 1 |
NetFractionInstallBurden
Real number (ℝ)
MISSING 
| Distinct | 137 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 4007 |
| Missing (%) | 38.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68.537973 |
| Minimum | 0 |
|---|---|
| Maximum | 471 |
| Zeros | 10 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 53 |
| median | 74 |
| Q3 | 87 |
| 95-th percentile | 99 |
| Maximum | 471 |
| Range | 471 |
| Interquartile range (IQR) | 34 |
Descriptive statistics
| Standard deviation | 24.903776 |
|---|---|
| Coefficient of variation (CV) | 0.36335735 |
| Kurtosis | 10.537817 |
| Mean | 68.537973 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 0.01690534 |
| Sum | 442207 |
| Variance | 620.19806 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 174 | 1.7% |
| 92 | 144 | 1.4% |
| 83 | 134 | 1.3% |
| 77 | 133 | 1.3% |
| 87 | 130 | 1.2% |
| 75 | 128 | 1.2% |
| 95 | 126 | 1.2% |
| 89 | 125 | 1.2% |
| 90 | 124 | 1.2% |
| 91 | 122 | 1.2% |
| Other values (127) | 5112 | |
| (Missing) | 4007 |
| Value | Count | Frequency (%) |
| 0 | 10 | |
| 1 | 4 | < 0.1% |
| 2 | 15 | |
| 3 | 21 | |
| 4 | 11 | |
| 5 | 17 | |
| 6 | 24 | |
| 7 | 5 | < 0.1% |
| 8 | 18 | |
| 9 | 15 |
| Value | Count | Frequency (%) |
| 471 | 1 | |
| 196 | 1 | |
| 190 | 1 | |
| 165 | 1 | |
| 153 | 1 | |
| 152 | 1 | |
| 151 | 1 | |
| 144 | 1 | |
| 142 | 1 | |
| 140 | 1 |
NumRevolvingTradesWBalance
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 29 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 744 |
| Missing (%) | 7.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.1021101 |
| Minimum | 0 |
|---|---|
| Maximum | 32 |
| Zeros | 304 |
| Zeros (%) | 2.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 10 |
| Maximum | 32 |
| Range | 32 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.0216211 |
|---|---|
| Coefficient of variation (CV) | 0.73660166 |
| Kurtosis | 5.2421079 |
| Mean | 4.1021101 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.6924021 |
| Sum | 39852 |
| Variance | 9.1301942 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1708 | |
| 3 | 1608 | |
| 4 | 1361 | |
| 1 | 1331 | |
| 5 | 1010 | |
| 6 | 744 | |
| 7 | 507 | 4.8% |
| 8 | 350 | 3.3% |
| 0 | 304 | 2.9% |
| 9 | 242 | 2.3% |
| Other values (19) | 550 | 5.3% |
| (Missing) | 744 |
| Value | Count | Frequency (%) |
| 0 | 304 | 2.9% |
| 1 | 1331 | |
| 2 | 1708 | |
| 3 | 1608 | |
| 4 | 1361 | |
| 5 | 1010 | |
| 6 | 744 | |
| 7 | 507 | 4.8% |
| 8 | 350 | 3.3% |
| 9 | 242 | 2.3% |
| Value | Count | Frequency (%) |
| 32 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 24 | 3 | |
| 23 | 1 | < 0.1% |
| 21 | 5 | |
| 20 | 4 | |
| 19 | 4 |
NumInstallTradesWBalance
Real number (ℝ)
MISSING 
| Distinct | 18 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 1449 |
| Missing (%) | 13.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4849057 |
| Minimum | 1 |
|---|---|
| Maximum | 23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 23 |
| Range | 22 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.6345031 |
|---|---|
| Coefficient of variation (CV) | 0.65777269 |
| Kurtosis | 12.173704 |
| Mean | 2.4849057 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.4608676 |
| Sum | 22389 |
| Variance | 2.6716003 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 2863 | |
| 1 | 2648 | |
| 3 | 1809 | |
| 4 | 922 | 8.8% |
| 5 | 352 | 3.4% |
| 6 | 186 | 1.8% |
| 7 | 86 | 0.8% |
| 8 | 49 | 0.5% |
| 9 | 36 | 0.3% |
| 10 | 18 | 0.2% |
| Other values (8) | 41 | 0.4% |
| (Missing) | 1449 |
| Value | Count | Frequency (%) |
| 1 | 2648 | |
| 2 | 2863 | |
| 3 | 1809 | |
| 4 | 922 | 8.8% |
| 5 | 352 | 3.4% |
| 6 | 186 | 1.8% |
| 7 | 86 | 0.8% |
| 8 | 49 | 0.5% |
| 9 | 36 | 0.3% |
| 10 | 18 | 0.2% |
| Value | Count | Frequency (%) |
| 23 | 1 | < 0.1% |
| 19 | 2 | < 0.1% |
| 16 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 14 | 6 | 0.1% |
| 13 | 5 | < 0.1% |
| 12 | 10 | 0.1% |
| 11 | 15 | |
| 10 | 18 | |
| 9 | 36 |
NumBank/NatlTradesWHighUtilization
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 1171 |
| Missing (%) | 11.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0922696 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 4308 |
| Zeros (%) | 41.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.5362504 |
|---|---|
| Coefficient of variation (CV) | 1.4064754 |
| Kurtosis | 10.936442 |
| Mean | 1.0922696 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.5635752 |
| Sum | 10145 |
| Variance | 2.3600651 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4308 | |
| 1 | 2514 | |
| 2 | 1222 | 11.7% |
| 3 | 620 | 5.9% |
| 4 | 280 | 2.7% |
| 5 | 154 | 1.5% |
| 6 | 81 | 0.8% |
| 7 | 38 | 0.4% |
| 8 | 30 | 0.3% |
| 9 | 11 | 0.1% |
| Other values (7) | 30 | 0.3% |
| (Missing) | 1171 | 11.2% |
| Value | Count | Frequency (%) |
| 0 | 4308 | |
| 1 | 2514 | |
| 2 | 1222 | 11.7% |
| 3 | 620 | 5.9% |
| 4 | 280 | 2.7% |
| 5 | 154 | 1.5% |
| 6 | 81 | 0.8% |
| 7 | 38 | 0.4% |
| 8 | 30 | 0.3% |
| 9 | 11 | 0.1% |
| Value | Count | Frequency (%) |
| 18 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 13 | 3 | < 0.1% |
| 12 | 4 | < 0.1% |
| 11 | 10 | 0.1% |
| 10 | 10 | 0.1% |
| 9 | 11 | 0.1% |
| 8 | 30 | |
| 7 | 38 |
PercentTradesWBalance
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 93 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 606 |
| Missing (%) | 5.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66.449 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 45 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 81.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 29 |
| Q1 | 50 |
| median | 67 |
| Q3 | 83 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 22.035459 |
|---|---|
| Coefficient of variation (CV) | 0.33161461 |
| Kurtosis | -0.52748621 |
| Mean | 66.449 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | -0.26919965 |
| Sum | 654722 |
| Variance | 485.56147 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 1277 | 12.2% |
| 50 | 733 | 7.0% |
| 67 | 611 | 5.8% |
| 75 | 535 | 5.1% |
| 80 | 374 | 3.6% |
| 60 | 342 | 3.3% |
| 83 | 316 | 3.0% |
| 71 | 281 | 2.7% |
| 33 | 273 | 2.6% |
| 57 | 245 | 2.3% |
| Other values (83) | 4866 | |
| (Missing) | 606 | 5.8% |
| Value | Count | Frequency (%) |
| 0 | 45 | |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 2 | < 0.1% |
| 10 | 6 | 0.1% |
| 11 | 8 | 0.1% |
| 12 | 3 | < 0.1% |
| 13 | 15 | 0.1% |
| Value | Count | Frequency (%) |
| 100 | 1277 | |
| 96 | 3 | < 0.1% |
| 95 | 13 | 0.1% |
| 94 | 28 | 0.3% |
| 93 | 37 | 0.4% |
| 92 | 82 | 0.8% |
| 91 | 82 | 0.8% |
| 90 | 93 | 0.9% |
| 89 | 138 | 1.3% |
| 88 | 176 | 1.7% |
| AverageMInFile | ExternalRiskEstimate | MSinceMostRecentDelq | MSinceMostRecentInqexcl7days | MSinceMostRecentTradeOpen | MSinceOldestTradeOpen | MaxDelq/PublicRecLast12M | MaxDelqEver | NetFractionInstallBurden | NetFractionRevolvingBurden | NumBank/NatlTradesWHighUtilization | NumInqLast6M | NumInqLast6Mexcl7days | NumInstallTradesWBalance | NumRevolvingTradesWBalance | NumSatisfactoryTrades | NumTotalTrades | NumTrades60Ever/DerogPubRec | NumTrades90Ever/DerogPubRec | NumTradesOpeninLast12M | PercentInstallTrades | PercentTradesNeverDelq | PercentTradesWBalance | RiskPerformance | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AverageMInFile | 1.000 | 0.330 | -0.014 | 0.128 | 0.292 | 0.724 | -0.028 | -0.047 | -0.185 | -0.209 | -0.112 | -0.199 | -0.195 | -0.136 | -0.000 | 0.172 | 0.140 | 0.013 | -0.012 | -0.369 | -0.171 | -0.044 | -0.209 | 0.250 |
| ExternalRiskEstimate | 0.330 | 1.000 | 0.523 | 0.198 | 0.133 | 0.252 | 0.619 | 0.531 | -0.060 | -0.640 | -0.559 | -0.228 | -0.229 | -0.194 | -0.358 | 0.019 | -0.026 | -0.483 | -0.416 | -0.184 | -0.159 | 0.586 | -0.454 | 0.462 |
| MSinceMostRecentDelq | -0.014 | 0.523 | 1.000 | 0.052 | -0.084 | -0.006 | 0.783 | 0.021 | 0.071 | -0.083 | -0.075 | 0.018 | 0.017 | -0.055 | -0.081 | -0.002 | -0.015 | -0.031 | 0.003 | 0.078 | -0.011 | 0.307 | -0.064 | 0.199 |
| MSinceMostRecentInqexcl7days | 0.128 | 0.198 | 0.052 | 1.000 | 0.033 | 0.108 | 0.092 | 0.086 | -0.041 | -0.138 | -0.122 | -0.273 | -0.275 | -0.013 | -0.041 | 0.092 | 0.062 | -0.089 | -0.086 | -0.030 | -0.044 | 0.110 | -0.102 | 0.202 |
| MSinceMostRecentTradeOpen | 0.292 | 0.133 | -0.084 | 0.033 | 1.000 | 0.089 | -0.009 | -0.003 | -0.249 | -0.052 | -0.102 | -0.334 | -0.341 | -0.211 | -0.211 | -0.232 | -0.228 | 0.024 | 0.013 | -0.755 | -0.005 | -0.054 | 0.015 | 0.000 |
| MSinceOldestTradeOpen | 0.724 | 0.252 | -0.006 | 0.108 | 0.089 | 1.000 | -0.019 | -0.019 | -0.116 | -0.169 | -0.044 | -0.106 | -0.103 | -0.020 | 0.118 | 0.280 | 0.314 | -0.027 | -0.045 | -0.113 | -0.172 | 0.003 | -0.221 | 0.220 |
| MaxDelq/PublicRecLast12M | -0.028 | 0.619 | 0.783 | 0.092 | -0.009 | -0.019 | 1.000 | 0.822 | 0.025 | -0.184 | -0.127 | -0.048 | -0.052 | -0.109 | -0.116 | -0.034 | -0.077 | -0.538 | -0.424 | 0.006 | -0.115 | 0.830 | -0.142 | 0.275 |
| MaxDelqEver | -0.047 | 0.531 | 0.021 | 0.086 | -0.003 | -0.019 | 0.822 | 1.000 | 0.015 | -0.155 | -0.091 | -0.042 | -0.043 | -0.078 | -0.055 | 0.011 | -0.052 | -0.684 | -0.519 | 0.014 | -0.118 | 0.902 | -0.124 | 0.236 |
| NetFractionInstallBurden | -0.185 | -0.060 | 0.071 | -0.041 | -0.249 | -0.116 | 0.025 | 0.015 | 1.000 | 0.041 | 0.021 | 0.101 | 0.100 | -0.007 | -0.017 | -0.034 | -0.022 | -0.010 | -0.007 | 0.274 | 0.081 | 0.026 | 0.053 | 0.048 |
| NetFractionRevolvingBurden | -0.209 | -0.640 | -0.083 | -0.138 | -0.052 | -0.169 | -0.184 | -0.155 | 0.041 | 1.000 | 0.700 | 0.097 | 0.098 | 0.137 | 0.411 | -0.036 | -0.018 | 0.122 | 0.094 | 0.078 | 0.132 | -0.194 | 0.613 | 0.349 |
| NumBank/NatlTradesWHighUtilization | -0.112 | -0.559 | -0.075 | -0.122 | -0.102 | -0.044 | -0.127 | -0.091 | 0.021 | 0.700 | 1.000 | 0.127 | 0.127 | 0.140 | 0.542 | 0.193 | 0.169 | 0.030 | 0.011 | 0.127 | -0.028 | -0.104 | 0.362 | 0.221 |
| NumInqLast6M | -0.199 | -0.228 | 0.018 | -0.273 | -0.334 | -0.106 | -0.048 | -0.042 | 0.101 | 0.097 | 0.127 | 1.000 | 0.982 | 0.125 | 0.107 | 0.112 | 0.117 | 0.049 | 0.055 | 0.302 | 0.039 | -0.023 | 0.046 | 0.080 |
| NumInqLast6Mexcl7days | -0.195 | -0.229 | 0.017 | -0.275 | -0.341 | -0.103 | -0.052 | -0.043 | 0.100 | 0.098 | 0.127 | 0.982 | 1.000 | 0.127 | 0.112 | 0.116 | 0.123 | 0.048 | 0.055 | 0.304 | 0.038 | -0.023 | 0.046 | 0.077 |
| NumInstallTradesWBalance | -0.136 | -0.194 | -0.055 | -0.013 | -0.211 | -0.020 | -0.109 | -0.078 | -0.007 | 0.137 | 0.140 | 0.125 | 0.127 | 1.000 | 0.160 | 0.341 | 0.309 | 0.024 | 0.012 | 0.275 | 0.369 | -0.033 | 0.220 | 0.055 |
| NumRevolvingTradesWBalance | -0.000 | -0.358 | -0.081 | -0.041 | -0.211 | 0.118 | -0.116 | -0.055 | -0.017 | 0.411 | 0.542 | 0.107 | 0.112 | 0.160 | 1.000 | 0.479 | 0.410 | -0.028 | -0.045 | 0.270 | -0.248 | -0.019 | 0.287 | 0.133 |
| NumSatisfactoryTrades | 0.172 | 0.019 | -0.002 | 0.092 | -0.232 | 0.280 | -0.034 | 0.011 | -0.034 | -0.036 | 0.193 | 0.112 | 0.116 | 0.341 | 0.479 | 1.000 | 0.859 | -0.139 | -0.137 | 0.305 | -0.115 | 0.127 | -0.252 | 0.157 |
| NumTotalTrades | 0.140 | -0.026 | -0.015 | 0.062 | -0.228 | 0.314 | -0.077 | -0.052 | -0.022 | -0.018 | 0.169 | 0.117 | 0.123 | 0.309 | 0.410 | 0.859 | 1.000 | -0.052 | -0.065 | 0.280 | -0.064 | 0.051 | -0.200 | 0.107 |
| NumTrades60Ever/DerogPubRec | 0.013 | -0.483 | -0.031 | -0.089 | 0.024 | -0.027 | -0.538 | -0.684 | -0.010 | 0.122 | 0.030 | 0.049 | 0.048 | 0.024 | -0.028 | -0.139 | -0.052 | 1.000 | 0.832 | -0.039 | 0.123 | -0.572 | 0.142 | 0.154 |
| NumTrades90Ever/DerogPubRec | -0.012 | -0.416 | 0.003 | -0.086 | 0.013 | -0.045 | -0.424 | -0.519 | -0.007 | 0.094 | 0.011 | 0.055 | 0.055 | 0.012 | -0.045 | -0.137 | -0.065 | 0.832 | 1.000 | -0.029 | 0.108 | -0.406 | 0.124 | 0.124 |
| NumTradesOpeninLast12M | -0.369 | -0.184 | 0.078 | -0.030 | -0.755 | -0.113 | 0.006 | 0.014 | 0.274 | 0.078 | 0.127 | 0.302 | 0.304 | 0.275 | 0.270 | 0.305 | 0.280 | -0.039 | -0.029 | 1.000 | 0.006 | 0.075 | -0.007 | 0.074 |
| PercentInstallTrades | -0.171 | -0.159 | -0.011 | -0.044 | -0.005 | -0.172 | -0.115 | -0.118 | 0.081 | 0.132 | -0.028 | 0.039 | 0.038 | 0.369 | -0.248 | -0.115 | -0.064 | 0.123 | 0.108 | 0.006 | 1.000 | -0.131 | 0.405 | 0.148 |
| PercentTradesNeverDelq | -0.044 | 0.586 | 0.307 | 0.110 | -0.054 | 0.003 | 0.830 | 0.902 | 0.026 | -0.194 | -0.104 | -0.023 | -0.023 | -0.033 | -0.019 | 0.127 | 0.051 | -0.572 | -0.406 | 0.075 | -0.131 | 1.000 | -0.174 | 0.258 |
| PercentTradesWBalance | -0.209 | -0.454 | -0.064 | -0.102 | 0.015 | -0.221 | -0.142 | -0.124 | 0.053 | 0.613 | 0.362 | 0.046 | 0.046 | 0.220 | 0.287 | -0.252 | -0.200 | 0.142 | 0.124 | -0.007 | 0.405 | -0.174 | 1.000 | 0.281 |
| RiskPerformance | 0.250 | 0.462 | 0.199 | 0.202 | 0.000 | 0.220 | 0.275 | 0.236 | 0.048 | 0.349 | 0.221 | 0.080 | 0.077 | 0.055 | 0.133 | 0.157 | 0.107 | 0.154 | 0.124 | 0.074 | 0.148 | 0.258 | 0.281 | 1.000 |
| RiskPerformance | ExternalRiskEstimate | MSinceOldestTradeOpen | MSinceMostRecentTradeOpen | AverageMInFile | NumSatisfactoryTrades | NumTrades60Ever/DerogPubRec | NumTrades90Ever/DerogPubRec | PercentTradesNeverDelq | MSinceMostRecentDelq | MaxDelq/PublicRecLast12M | MaxDelqEver | NumTotalTrades | NumTradesOpeninLast12M | PercentInstallTrades | MSinceMostRecentInqexcl7days | NumInqLast6M | NumInqLast6Mexcl7days | NetFractionRevolvingBurden | NetFractionInstallBurden | NumRevolvingTradesWBalance | NumInstallTradesWBalance | NumBank/NatlTradesWHighUtilization | PercentTradesWBalance | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Bad | 55.0 | 144.0 | 4.0 | 84.0 | 20.0 | 3.0 | 0.0 | 83.0 | 2.0 | 3.0 | 5.0 | 23.0 | 1.0 | 43.0 | 0.0 | 0.0 | 0.0 | 33.0 | NaN | 8.0 | 1.0 | 1.0 | 69.0 |
| 1 | Bad | 61.0 | 58.0 | 15.0 | 41.0 | 2.0 | 4.0 | 4.0 | 100.0 | NaN | 0.0 | 8.0 | 7.0 | 0.0 | 67.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | 0.0 | NaN | NaN | 0.0 |
| 2 | Bad | 67.0 | 66.0 | 5.0 | 24.0 | 9.0 | 0.0 | 0.0 | 100.0 | NaN | 7.0 | 8.0 | 9.0 | 4.0 | 44.0 | 0.0 | 4.0 | 4.0 | 53.0 | 66.0 | 4.0 | 2.0 | 1.0 | 86.0 |
| 3 | Bad | 66.0 | 169.0 | 1.0 | 73.0 | 28.0 | 1.0 | 1.0 | 93.0 | 76.0 | 6.0 | 6.0 | 30.0 | 3.0 | 57.0 | 0.0 | 5.0 | 4.0 | 72.0 | 83.0 | 6.0 | 4.0 | 3.0 | 91.0 |
| 4 | Bad | 81.0 | 333.0 | 27.0 | 132.0 | 12.0 | 0.0 | 0.0 | 100.0 | NaN | 7.0 | 8.0 | 12.0 | 0.0 | 25.0 | 0.0 | 1.0 | 1.0 | 51.0 | 89.0 | 3.0 | 1.0 | 0.0 | 80.0 |
| 5 | Bad | 59.0 | 137.0 | 11.0 | 78.0 | 31.0 | 0.0 | 0.0 | 91.0 | 1.0 | 4.0 | 6.0 | 32.0 | 1.0 | 47.0 | 0.0 | 0.0 | 0.0 | 62.0 | 93.0 | 12.0 | 4.0 | 3.0 | 94.0 |
| 6 | Good | 54.0 | 88.0 | 7.0 | 37.0 | 25.0 | 0.0 | 0.0 | 92.0 | 9.0 | 4.0 | 6.0 | 26.0 | 3.0 | 58.0 | 0.0 | 4.0 | 4.0 | 89.0 | 76.0 | 7.0 | 7.0 | 2.0 | 100.0 |
| 7 | Good | 68.0 | 148.0 | 7.0 | 65.0 | 17.0 | 0.0 | 0.0 | 83.0 | 31.0 | 6.0 | 6.0 | 18.0 | 1.0 | 44.0 | 0.0 | 0.0 | 0.0 | 28.0 | 48.0 | 2.0 | 2.0 | 2.0 | 40.0 |
| 8 | Bad | 59.0 | 324.0 | 2.0 | 138.0 | 24.0 | 0.0 | 0.0 | 85.0 | 5.0 | 4.0 | 6.0 | 27.0 | 1.0 | 26.0 | 0.0 | 1.0 | 1.0 | 68.0 | NaN | 7.0 | 1.0 | 3.0 | 90.0 |
| 9 | Bad | 61.0 | 79.0 | 4.0 | 36.0 | 19.0 | 0.0 | 0.0 | 95.0 | 5.0 | 4.0 | 6.0 | 19.0 | 3.0 | 26.0 | 0.0 | 6.0 | 6.0 | 31.0 | 86.0 | 5.0 | 3.0 | 1.0 | 62.0 |
| RiskPerformance | ExternalRiskEstimate | MSinceOldestTradeOpen | MSinceMostRecentTradeOpen | AverageMInFile | NumSatisfactoryTrades | NumTrades60Ever/DerogPubRec | NumTrades90Ever/DerogPubRec | PercentTradesNeverDelq | MSinceMostRecentDelq | MaxDelq/PublicRecLast12M | MaxDelqEver | NumTotalTrades | NumTradesOpeninLast12M | PercentInstallTrades | MSinceMostRecentInqexcl7days | NumInqLast6M | NumInqLast6Mexcl7days | NetFractionRevolvingBurden | NetFractionInstallBurden | NumRevolvingTradesWBalance | NumInstallTradesWBalance | NumBank/NatlTradesWHighUtilization | PercentTradesWBalance | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 10449 | Good | 57.0 | 176.0 | 4.0 | 87.0 | 18.0 | 0.0 | 0.0 | 89.0 | 2.0 | 4.0 | 6.0 | 18.0 | 1.0 | 56.0 | 4.0 | 1.0 | 1.0 | 93.0 | 72.0 | 5.0 | 3.0 | 1.0 | 100.0 |
| 10450 | Good | 84.0 | 313.0 | 6.0 | 103.0 | 25.0 | 0.0 | 0.0 | 100.0 | NaN | 7.0 | 8.0 | 25.0 | 2.0 | 24.0 | 11.0 | 0.0 | 0.0 | 10.0 | 92.0 | 4.0 | 3.0 | 0.0 | 70.0 |
| 10451 | Good | 79.0 | 133.0 | 2.0 | 68.0 | 27.0 | 0.0 | 0.0 | 100.0 | NaN | 7.0 | 8.0 | 30.0 | 3.0 | 36.0 | 0.0 | 4.0 | 4.0 | 1.0 | 93.0 | 4.0 | 2.0 | 0.0 | 60.0 |
| 10452 | Good | 90.0 | 197.0 | 5.0 | 92.0 | 13.0 | 0.0 | 0.0 | 100.0 | NaN | 7.0 | 8.0 | 13.0 | 1.0 | 46.0 | 4.0 | 2.0 | 2.0 | 5.0 | 50.0 | 3.0 | 3.0 | 0.0 | 100.0 |
| 10453 | Bad | 75.0 | 410.0 | 2.0 | 121.0 | 37.0 | 1.0 | 1.0 | 83.0 | 10.0 | 4.0 | 3.0 | 43.0 | 1.0 | 7.0 | 1.0 | 1.0 | 1.0 | 34.0 | NaN | 7.0 | 1.0 | 1.0 | 53.0 |
| 10454 | Good | 73.0 | 131.0 | 5.0 | 57.0 | 21.0 | 0.0 | 0.0 | 95.0 | 80.0 | 6.0 | 6.0 | 21.0 | 5.0 | 19.0 | 7.0 | 0.0 | 0.0 | 26.0 | NaN | 5.0 | 2.0 | 0.0 | 100.0 |
| 10455 | Bad | 65.0 | 147.0 | 39.0 | 68.0 | 11.0 | 0.0 | 0.0 | 92.0 | 28.0 | 6.0 | 6.0 | 12.0 | 0.0 | 42.0 | 1.0 | 1.0 | 1.0 | 86.0 | 53.0 | 2.0 | 2.0 | 1.0 | 80.0 |
| 10456 | Bad | 74.0 | 129.0 | 6.0 | 64.0 | 18.0 | 1.0 | 1.0 | 100.0 | NaN | 6.0 | 8.0 | 18.0 | 1.0 | 33.0 | 3.0 | 4.0 | 4.0 | 6.0 | NaN | 5.0 | NaN | 0.0 | 56.0 |
| 10457 | Bad | 72.0 | 234.0 | 12.0 | 113.0 | 42.0 | 2.0 | 2.0 | 96.0 | 35.0 | 6.0 | 2.0 | 45.0 | 0.0 | 20.0 | 6.0 | 0.0 | 0.0 | 19.0 | NaN | 4.0 | 1.0 | 0.0 | 38.0 |
| 10458 | Bad | 66.0 | 28.0 | 1.0 | 17.0 | 4.0 | 0.0 | 0.0 | 100.0 | NaN | 7.0 | 8.0 | 5.0 | 2.0 | 60.0 | 3.0 | 3.0 | 2.0 | 67.0 | NaN | 2.0 | 1.0 | 0.0 | 100.0 |
Most frequently occurring
| RiskPerformance | ExternalRiskEstimate | MSinceOldestTradeOpen | MSinceMostRecentTradeOpen | AverageMInFile | NumSatisfactoryTrades | NumTrades60Ever/DerogPubRec | NumTrades90Ever/DerogPubRec | PercentTradesNeverDelq | MSinceMostRecentDelq | MaxDelq/PublicRecLast12M | MaxDelqEver | NumTotalTrades | NumTradesOpeninLast12M | PercentInstallTrades | MSinceMostRecentInqexcl7days | NumInqLast6M | NumInqLast6Mexcl7days | NetFractionRevolvingBurden | NetFractionInstallBurden | NumRevolvingTradesWBalance | NumInstallTradesWBalance | NumBank/NatlTradesWHighUtilization | PercentTradesWBalance | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Bad | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 323 |
| 2 | Good | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 265 |
| 0 | Bad | 64.0 | 242.0 | 18.0 | 124.0 | 16.0 | 2.0 | 0.0 | 47.0 | 2.0 | 4.0 | 5.0 | 19.0 | 0.0 | 74.0 | 0.0 | 4.0 | 4.0 | 27.0 | NaN | 2.0 | 3.0 | 0.0 | 100.0 | 2 |